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argilla-io / argilla

Argilla is a collaboration tool for AI engineers and domain experts to build high-quality datasets
https://docs.argilla.io
Apache License 2.0
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Active Learning Loops #1829

Open dvsrepo opened 2 years ago

dvsrepo commented 2 years ago

As I user I would like to easily define an active learning loop so I don't have to do a lot of configuration to use active learning.

The starting point would be this tutorial: https://docs.argilla.io/en/latest/tutorials/notebooks/training-textclassification-smalltext-activelearning.html and the question is:

  1. Can we generalize this configuration?
  2. So that users only need to configure the dataset, model and few other things?
frascuchon commented 1 year ago

Let's start by simplifying the current active learning loop integration using listeners.